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On the Trends of Technology, Family Formation, and Women’s Time Allocation

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  • Sagiri Kitao

  • Kanato Nakakuni

Abstract

Advanced economies have experienced a sharp decline in fertility and marriage rates over the past several decades, alongside rising educational attainment and substantial shifts in women’s time allocation. To investigate the forces behind these trends, we develop a quantitative general equilibrium model with endogenous marriage, fertility, educational investment, and women’s time use. The model incorporates factor-neutral, skill-biased, and gender-biased technological change, which jointly determine the wage structure and the trade-offs households face. Calibrating the model to Japan, we find that skill- and gender-biased technological change jointly account for about 30% of the decline in fertility between 1970 and 2020, with technologies favoring female labor supply explaining most of this effect. These forces operate through higher opportunity costs of childrearing and weaker incentives to marry. Counterfactual experiments show that ignoring the joint determination of education and time allocation leads to substantial misattribution of the drivers of fertility decline. Together, the results demonstrate that understanding long-run demographic change requires a unified framework that integrates these interconnected household decisions.

Suggested Citation

  • Sagiri Kitao & Kanato Nakakuni, 2026. "On the Trends of Technology, Family Formation, and Women’s Time Allocation," CRC TR 224 Discussion Paper Series crctr224_2025_735, University of Bonn and University of Mannheim, Germany.
  • Handle: RePEc:bon:boncrc:crctr224_2025_735
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    1. Juan Cordoba & Marla Ripoll & Xiying Liu, 2019. "Accounting for the International Quantity-Quality Trade-off," 2019 Meeting Papers 156, Society for Economic Dynamics.
    2. François Gardes, 2019. "The Estimation of Price Elasticities and the Value of Time in a Domestic Production Framework: an Application using French Micro-Data," PSE-Ecole d'économie de Paris (Postprint) hal-01478052, HAL.
    3. Diego Daruich & Julian Kozlowski, 2020. "Explaining Intergenerational Mobility: The Role of Fertility and Family Transfers," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 36, pages 220-245, April.
    4. Hiroya Taniguchi & Ken Yamada, 2020. "The Race between Technology and Woman: Changes in Relative Wages and Labor Shares in OECD Countries," Papers 2005.12600, arXiv.org, revised Oct 2025.
    5. Brant Abbott & Giovanni Gallipoli & Costas Meghir & Giovanni L. Violante, 2019. "Education Policy and Intergenerational Transfers in Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2569-2624.
    6. David de la Croix & Matthias Doepke, 2003. "Inequality and Growth: Why Differential Fertility Matters," American Economic Review, American Economic Association, vol. 93(4), pages 1091-1113, September.
    7. Doepke, M. & Tertilt, M., 2016. "Families in Macroeconomics," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1789-1891, Elsevier.
    8. L. Rachel Ngai & Barbara Petrongolo, 2017. "Gender Gaps and the Rise of the Service Economy," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 1-44, October.
    9. Jeremy Greenwood & Nezih Guner & Georgi Kocharkov & Cezar Santos, 2016. "Technology and the Changing Family: A Unified Model of Marriage, Divorce, Educational Attainment, and Married Female Labor-Force Participation," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(1), pages 1-41, January.
    10. Zhifeng Cai & Jonathan Heathcote, 2022. "College Tuition and Income Inequality," American Economic Review, American Economic Association, vol. 112(1), pages 81-121, January.
    11. Gary S. Becker & Robert J. Barro, 1988. "A Reformulation of the Economic Theory of Fertility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(1), pages 1-25.
    12. Alexander Bick & Nicola Fuchs-Schündeln, 2018. "Taxation and Labour Supply of Married Couples across Countries: A Macroeconomic Analysis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1543-1576.
    13. François Gardes, 2019. "The Estimation of Price Elasticities and the Value of Time in a Domestic Production Framework: an Application using French Micro-Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01478052, HAL.
    14. Jeremy Greenwood & Ananth Seshadri & Mehmet Yorukoglu, 2005. "Engines of Liberation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 109-133.
    15. Thomas Baudin & David de la Croix & Paula E. Gobbi, 2015. "Fertility and Childlessness in the United States," American Economic Review, American Economic Association, vol. 105(6), pages 1852-1882, June.
    16. François Gardes, 2019. "The Estimation of Price Elasticities and the Value of Time in a Domestic Production Framework: an Application using French Micro-Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03281830, HAL.
    17. François Gardes, 2019. "The Estimation of Price Elasticities and the Value of Time in a Domestic Production Framework: an Application using French Micro-Data," Post-Print hal-03281830, HAL.
    18. Elizabeth M. Caucutt & Nezih Guner & John Knowles, 2002. "Why Do Women Wait? Matching, Wage Inequality, and the Incentives for Fertility Delay," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(4), pages 815-855, October.
    19. Nezih Guner & Remzi Kaygusuz & Gustavo Ventura, 2012. "Taxation and Household Labour Supply," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 1113-1149.
    20. Christine Ho & Yutao Wang, 2024. "Social Institutions and Low Birth Rates," Economics and Statistics Working Papers 11-2024, Singapore Management University, School of Economics.
    21. François Gardes, 2019. "The Estimation of Price Elasticities and the Value of Time in a Domestic Production Framework: an Application using French Micro-Data," Post-Print hal-01478052, HAL.
    22. Margherita Borella & Mariacristina De Nardi & Fang Yang, 2023. "Are Marriage-Related Taxes and Social Security Benefits Holding Back Female Labour Supply?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 102-131.
    23. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2010. "The Macroeconomic Implications of Rising Wage Inequality in the United States," Journal of Political Economy, University of Chicago Press, vol. 118(4), pages 681-722, August.
    24. Galor, Oded & Weil, David N, 1996. "The Gender Gap, Fertility, and Growth," American Economic Review, American Economic Association, vol. 86(3), pages 374-387, June.
    25. Barro, Robert J & Becker, Gary S, 1989. "Fertility Choice in a Model of Economic Growth," Econometrica, Econometric Society, vol. 57(2), pages 481-501, March.
    26. Mark Aguiar & Erik Hurst, 2007. "Measuring Trends in Leisure: The Allocation of Time Over Five Decades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 969-1006.
    27. Matthias Doepke & Fabrizio Zilibotti, 2017. "Parenting With Style: Altruism and Paternalism in Intergenerational Preference Transmission," Econometrica, Econometric Society, vol. 85, pages 1331-1371, September.
    28. McGrattan, Ellen R & Rogerson, Richard & Wright, Randall, 1997. "An Equilibrium Model of the Business Cycle with Household Production and Fiscal Policy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(2), pages 267-290, May.
    29. John Bailey Jones & Fang Yang, 2016. "Skill-Biased Technical Change and the Cost of Higher Education," Journal of Labor Economics, University of Chicago Press, vol. 34(3), pages 621-662.
    30. Zvi Eckstein & Michael Keane & Osnat Lifshitz, 2019. "Career and Family Decisions: Cohorts Born 1935–1975," Econometrica, Econometric Society, vol. 87(1), pages 217-253, January.
    31. Larry E. Jones & Alice Schoonbroodt & Michèle Tertilt, 2010. "Fertility Theories: Can They Explain the Negative Fertility-Income Relationship?," NBER Chapters, in: Demography and the Economy, pages 43-100, National Bureau of Economic Research, Inc.
    32. Sunha Myong & JungJae Park & Junjian Yi, 2021. "Social Norms and Fertility," Journal of the European Economic Association, European Economic Association, vol. 19(5), pages 2429-2466.
    33. Youngsoo Jang & Minchul Yum, 2022. "Nonlinear Occupations and Female Labor Supply Over Time," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 46, pages 51-73, October.
    34. Larry E. JONES & Rodolfo E. MANUELLI & Ellen R. McGRATTAN, 2015. "Why Are Married Women Working so much ?," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 81(1), pages 75-114, March.
    35. Stefania Albanesi & Claudia Olivetti, 2009. "Production, Market Production and the Gender Wage Gap: Incentives and Expectations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(1), pages 80-107, January.
    36. Jeremy Greenwood & Ananth Seshadri & Guillaume Vandenbroucke, 2005. "The Baby Boom and Baby Bust," American Economic Review, American Economic Association, vol. 95(1), pages 183-207, March.
    37. Cezar Santos & David Weiss, 2016. "“Why Not Settle Down Already?” A Quantitative Analysis Of The Delay In Marriage," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57, pages 425-452, May.
    38. Marion Goussé & Nicolas Jacquemet & Jean‐Marc Robin, 2017. "Marriage, Labor Supply, and Home Production," Econometrica, Econometric Society, vol. 85(6), pages 1873-1919, November.
    39. Lukas Mahler & Michele Tertilt & Minchul Yum, 2025. "Policy Concerns in an Era of Low Fertility: The Role of Social Comparisons and Intensive Parenting," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 56(2 (Fall)), pages 293-369.
    40. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    41. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    42. repec:spo:wpmain:info:hdl:2441/5qto0mb54p8u69nt9krvc2btjm is not listed on IDEAS
    43. Alessandra Voena, 2015. "Yours, Mine, and Ours: Do Divorce Laws Affect the Intertemporal Behavior of Married Couples?," American Economic Review, American Economic Association, vol. 105(8), pages 2295-2332, August.
    44. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    45. Jonathan Guryan & Erik Hurst & Melissa Kearney, 2008. "Parental Education and Parental Time with Children," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 23-46, Summer.
    46. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    47. Shintaro Yamaguchi, 2019. "Effects of parental leave policies on female career and fertility choices," Quantitative Economics, Econometric Society, vol. 10(3), pages 1195-1232, July.
    48. repec:cup:jdemec:v:81:y:2015:i:01:p:75-114_00 is not listed on IDEAS
    49. François Gardes, 2019. "The Estimation of Price Elasticities and the Value of Time in a Domestic Production Framework: an Application using French Micro-Data," PSE-Ecole d'économie de Paris (Postprint) hal-03281830, HAL.
    50. François Gardes, 2019. "The Estimation of Price Elasticities and the Value of Time in a Domestic Production Framework: an Application using French Micro-Data," Annals of Economics and Statistics, GENES, issue 135, pages 89-120.
    51. Fernández-Villaverde, Jesús & Delventhal, Matthew J. & Guner, Nezih, 2021. "Demographic Transitions Across Time and Space," CEPR Discussion Papers 16708, Centre for Economic Policy Research.
    52. Orazio Attanasio & Hamish Low & Virginia Sánchez-Marcos, 2008. "Explaining Changes in Female Labor Supply in a Life-Cycle Model," American Economic Review, American Economic Association, vol. 98(4), pages 1517-1552, September.
    53. Garey Ramey & Valerie A. Ramey, 2010. "The Rug Rat Race," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(1 (Spring), pages 129-199.
    54. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 35-78.
    55. Seongeun Kim & Michèle Tertilt & Minchul Yum, 2024. "Status Externalities in Education and Low Birth Rates in Korea," American Economic Review, American Economic Association, vol. 114(6), pages 1576-1611, June.
    56. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
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    JEL classification:

    • D10 - Microeconomics - - Household Behavior - - - General
    • E10 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - General
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

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